AI & Machine Learning Services for Marchmont Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Marchmont or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Marchmont services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Marchmont or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

For over two decades, COLETEK has been an integral part of Australia's engineering landscape, establishing itself as a leader in multidisciplinary product development and engineering. Our national reputation is built on a foundation of excellence, innovation, and reliability – a legacy that we're proud to continue serving businesses across Marchmont, New South Wales, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK brings together experts from diverse backgrounds to create innovative solutions for our clients. Our collaborative approach, backed by cutting-edge technology and expertise, empowers local businesses like yours to drive growth, improve efficiency, and stay ahead of the competition. At COLETEK, we're passionate about building strong relationships with our customers in Marchmont, New South Wales, Australia. We understand the unique challenges you face as a business owner or decision-maker in this region, and we're committed to providing tailored support that addresses your specific needs. Whether you're looking for guidance on process optimization, product design, or engineering solutions, our team is equipped to deliver results. What sets us apart is our ability to integrate diverse disciplines – from mechanical and electrical engineering to materials science and software development – to create innovative products and solutions that meet the evolving demands of Australian industries. This multidisciplinary approach has earned us a reputation as a trusted partner for businesses in Marchmont, New South Wales, Australia. At COLETEK, we're not just about delivering exceptional results; we're committed to building lasting connections with our customers. We believe that collaboration is key to driving success and that by working together, we can achieve remarkable things. If you're looking for a trusted partner that can help take your business in Marchmont, New South Wales, Australia to the next level, let's start a conversation.